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academic-kickstart

Easily create a beautiful website using Academic and Hugo

ano_pred_cvpr2018

Official implementation of Paper Future Frame Prediction for Anomaly Detection -- A New Baseline, CVPR 2018

anomaly-detection

avid_pytorch

conv-vrnn-for-anomaly-detection

Official implementation of Paper Future Frame Prediction Using Convolutional VRNN for Anomaly Detection, AVSS 2019

convlstm_anomaly_detection

convlstm_pytorch

Implementation of Convolutional LSTM in PyTorch.

cs886

Causal Inference in Machine Learning

cvae

Tensorflow Code for Conditional Variational AutoEncoder

dim

Deep InfoMax (DIM), or "Learning Deep Representations by Mutual Information Estimation and Maximization"

few-shot-scene-adaptive-anomaly-detection

infograph

Official code for "InfoGraph: Unsupervised and Semi-supervised Graph-Level Representation Learning via Mutual Information Maximization" (ICLR 2020, spotlight)

moco

PyTorch implementation of MoCo: https://arxiv.org/abs/1911.05722

pdssc

Preserving Data Similarity using Spectral Clustering

pytorch-cyclegan-and-pix2pix

Image-to-image translation in PyTorch (e.g., horse2zebra, edges2cats, and more)

pytorch-maml

PyTorch implementation of MAML: https://arxiv.org/abs/1703.03400

simclr

PyTorch implementation of SimCLR: A Simple Framework for Contrastive Learning of Visual Representations

simclr-1

SimCLRv2 - Big Self-Supervised Models are Strong Semi-Supervised Learners

spaghetti

SPAtial GrapHs: nETworks, Topology, & Inference

tensorflow-mnist-cvae

Tensorflow implementation of conditional variational auto-encoder for MNIST

vae_conv

Convolutional variational autoencoder in PyTorch

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